AIMC Topic: Delivery of Health Care

Clear Filters Showing 1 to 10 of 1559 articles

A hybrid reinforcement learning and knowledge graph framework for financial risk optimization in healthcare systems.

Scientific reports Aug 8, 2025
Effective financial risk management in healthcare systems requires intelligent decision-making that balances treatment quality with cost efficiency. This paper proposes a novel hybrid framework that integrates reinforcement learning (RL) with knowled...
Deep Learning Decision Making Risk Management Humans Neural Networks, Computer Delivery of Health Care
View on PubMed DOI

Attitudes, Perceptions, and Factors Influencing the Adoption of AI in Health Care Among Medical Staff: Nationwide Cross-Sectional Survey Study.

Journal of medical Internet research Aug 8, 2025
BACKGROUND: Artificial intelligence (AI) has demonstrated transformative potential in the health care field; yet, its clinical adoption faces challenges such as inaccuracy, bias, and data privacy concerns. As the primary operators of AI systems, phys...
Female Humans Adult Artificial Intelligence Cross-Sectional Studies Attitude of Health Personnel Surveys and Questionnaires Middle Aged Male Delivery of Health Care Medical Staff China Physicians
View on PubMed DOI

Revolutionizing clinical decision making through deep learning and topic modeling for pathway optimization.

Scientific reports Aug 6, 2025
Optimizing clinical pathways is pivotal for enhancing healthcare delivery, yet traditional methods are increasingly insufficient in the face of complex, personalized medical demands. This paper introduces an innovative optimization framework that fus...
Humans Delivery of Health Care Clinical Decision-Making Deep Learning Critical Pathways
View on PubMed DOI

Machine learning enables legal risk assessment in internet healthcare using HIPAA data.

Scientific reports Aug 5, 2025
This study explores how artificial intelligence technologies can enhance the regulatory capacity for legal risks in internet healthcare based on a machine learning (ML) analytical framework and utilizes data from the health insurance portability and ...
Databases, Factual Risk Assessment United States Algorithms Delivery of Health Care Internet Health Insurance Portability and Accountability Act Support Vector Machine Humans Machine Learning
View on PubMed DOI

Nurses perceptions and use of artificial intelligence in healthcare.

Scientific reports Jul 30, 2025
The integration of artificial intelligence (AI) in nursing care is an important professional issue. However, few studies have investigated the knowledge, attitudes, application, and acceptance of artificial intelligence in nursing care. This study ai...
Attitude of Health Personnel Health Knowledge, Attitudes, Practice Iran Middle Aged Surveys and Questionnaires Nurses Adult Humans Male Delivery of Health Care Female Artificial Intelligence
View on PubMed DOI

Developing an AI Governance Framework for Safe and Responsible AI in Health Care Organizations: Protocol for a Multimethod Study.

JMIR research protocols Jul 28, 2025
BACKGROUND: Artificial intelligence (AI) has the potential to improve health care delivery through enhanced diagnostics, streamlined operations, and predictive analytics. However, health care organizations face substantial challenges in implementing ...
Stakeholder Participation Delivery of Health Care Humans Artificial Intelligence Research Design
View on PubMed DOI

Blockchain framework with IoT device using federated learning for sustainable healthcare systems.

Scientific reports Jul 23, 2025
The Internet of Medical Things (IoMT) sector has advanced rapidly in recent years, and security and privacy are essential considerations in the IoMT due to the extensive scope and implementation of IoMT networks. Machine learning (ML) and blockchain ...
Machine Learning Delivery of Health Care Internet of Things Computer Security Confidentiality Humans Blockchain Federated Learning
View on PubMed DOI

Clinical characteristics and CKD care delivery in African American and American Indian or Alaska Native patients: A real-world cohort study.

BMC nephrology Jul 21, 2025
BACKGROUND: Racially minoritized populations in the United States (US), notably African American (AA) and American Indian/Alaska Native (AI/AN), experience disproportionately higher rates of chronic kidney disease (CKD), diabetes, and hypertension co...
Male Delivery of Health Care Middle Aged Female Cohort Studies Aged Renal Insufficiency, Chronic Black or African American Humans United States Registries Adult Angiotensin Receptor Antagonists White Hypertension Alaska Natives Angiotensin-Converting Enzyme Inhibitors
View on PubMed DOI

Artificial intelligence for healthcare: restrained development despite impressive applications.

Infectious diseases of poverty Jul 20, 2025
BACKGROUND: Artificial intelligence (AI) remains poorly understood and its rapid growth raises concerns reminiscent of dystopian narratives. AI has shown the capability of producing new medical content and improving management through optimization an...
Artificial Intelligence Humans Delivery of Health Care
View on PubMed DOI

Predictive estimations of health systems resilience using machine learning.

BMC medical informatics and decision making Jul 15, 2025
Operationalizing resilience in public health systems is critical for enhancing adaptive capacity during crises. This study presents a Machine Learning (ML) -based approach to assess resilience of the health system. Using historical data from Brazilia...
Delivery of Health Care Brazil Humans Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals